A syntactic method for analysis of saccadic eye movements. - Martti Juhola (Pattern Recognit., 1986)

Detection of nystagmus eye movements using a recursive digital filter. - Martti Juhola (IEEE Trans. Biomed. Eng., 1988)

A scheme of inference of regular grammars for the syntactic pattern recognition of saccadic eye movements. - Martti Juhola; Tapio Grönfors (Artif. Intell. Medicine, 1991)

Comparison of algorithms for standard median filtering. - Martti Juhola; Jyrki Katajainen; Timo Raita (IEEE Trans. Signal Process., 1991)

Evaluation of some nonrecursive digital filters for signals of auditory evoked responses. - Tapio Grönfors; Martti Juhola; R. Johansson (Biol. Cybern., 1992)

Experiments and comparison of inference methods of regular grammars. - Tapio Grönfors; Martti Juhola (IEEE Trans. Syst. Man Cybern., 1992)

A Neural Network Simulation Method of Aphasic Naming Errors: Properties and Behaviour. - Anneli Tikkala; Martti Juhola (Neural Comput. Appl., 1995)

Simulation of aphasic naming errors in finnish language with neural networks. - Martti Juhola; Antti Vauhkonen; Matti Laine (Neural Networks, 1995)

Syntactic recognition of ECG signals by attributed finite automata. - Antti Koski; Martti Juhola; Merik Meriste (Pattern Recognit., 1995)

Modifying an expert system construction to pattern recognition solution. - Yrjö Auramo; Martti Juhola (Artif. Intell. Medicine, 1996)

A neural network simulation of aphasic naming errors: Network dynamics and control. - Anneli Tikkala; Martti Juhola (Neurocomputing, 1996)

Segmentation of digital signals based on estimated compression ratio. - Antti Koski; Martti Juhola (IEEE Trans. Biomed. Eng., 1996)

Latency estimation of auditory brainstem response by neural networks. - Jilei Tian; Martti Juhola; Tapio Grönfors (Artif. Intell. Medicine, 1997)

A Signal Analysis Method for Retinal Image Velocity Computation of Vestibular-Ocular Reflex Eye Movement Investigations. - Martti Juhola (MedInfo, 1998)

Population Size and Quality in Genetics-Based Rule Learning from Medical Data. - Jorma Laurikkala; Martti Juhola (MedInfo, 1998)

Treatment of missing data values in a neural network based decision support system for acute abdominal pain. - Erkki Pesonen; Matti Eskelinen; Martti Juhola (Artif. Intell. Medicine, 1998)

Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods. - Martti Juhola; Jorma Laurikkala; Kati Viikki; Yrjö Auramo; Erna Kentala; Ilmari Pyykkö (AIMDM, 1999)

A Signal Analysis Method for Impulse-like Eye Movements. - Martti Juhola; Heikki Aalto; Timo Hirvonen (MIE, 1999)

Treatment of Missing Values with Imputation for the Analysis of Otologic Data. - Jorma Laurikkala; Erna Kentala; Martti Juhola; Ilmari Pyykkö (MIE, 1999)

Three-dimensional ROIs in Brain PET. - Jouni M. Mykkänen; Martti Juhola; Ulla Ruotsalainen (MIE, 1999)

Lossless Compression of Eye Movement Signals. - Timo Tossavainen; Martti Juhola; Antti Koski (MIE, 1999)

Modelling Oculomotor Data with Decision Tree Induction. - Kati Viikki; Elina Isotalo; Martti Juhola; Ilmari Pyykkö (MIE, 1999)

Predicting the development of a homogenous population in an industrialized country. - Erkki Mäkelä; Katariina Juhola; Martti Juhola (Comput. Biol. Medicine, 1999)

Usefulness of imputation for the analysis of incomplete otoneurologic data. - Jorma Laurikkala; Erna Kentala; Martti Juhola; Ilmari Pyykkö; Seppo Lammi (Int. J. Medical Informatics, 2000)

Extracting VOIs from brain PET images. - Jouni M. Mykkänen; Martti Juhola; Ulla Ruotsalainen (Int. J. Medical Informatics, 2000)

Convergence of a spreading activation neural network with application of simulating aphasic naming errors in Finnish language. - Antti Vauhkonen; Martti Juhola (Neurocomputing, 2000)

Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers. - Jorma Laurikkala; Martti Juhola (ISMDA, 2001)

Binary Vector of Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction. - Markku Siermala; Martti Juhola; Mauno Vihinen (ISMDA, 2001)

Refining the Knowledge Base 0f an Otoneurological Expert System. - Kati Viikki; Martti Juhola (ISMDA, 2001)

On Approximate String Matching of Unique Oligonucleotides. - Heikki Hyyrö; Mauno Vihinen; Martti Juhola (MedInfo, 2001)

On Classification Capability of Neural Networks: A Case Study with Otoneurological Data. - Martti Juhola; Kati Viikki; Jorma Laurikkala; Ilmari Pyykkö; Erna Kentala (MedInfo, 2001)

Neural Network and Wavelet Recognition of Facial Electromyographic Signals. - Jouni Laakso; Martti Juhola; Veikko Surakka; Anne Aula; Timo Partala (MedInfo, 2001)

Hierarchical Clustering of Fuzzy Data on Female Urinary Incontinence. - Jorma Laurikkala; Martti Juhola (MedInfo, 2001)

Towards Virtual Reality Stimulation in Force Platform Posturography. - Timo Tossavainen; Martti Juhola; Ilmari Pyykkö; Esko Toppila; Heikki Aalto; Pekka Honkavaara (MedInfo, 2001)

Feature Subset Selection for Decision Tree Induction in the Context of Otoneurological Data: A Preliminary Study. - Kati Viikki; Erna Kentala; Martti Juhola; Ilmari Pyykkö (MedInfo, 2001)

Analysis of the imputed female urinary incontinence data for the evaluation of expert system parameters. - Jorma Laurikkala; Martti Juhola; Seppo Lammi; Jorma Penttinen; Pauliina Aukee (Comput. Biol. Medicine, 2001)

On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures. - Markku Siermala; Martti Juhola; Mauno Vihinen (Comput. Biol. Medicine, 2001)

Behaviour of protein secondary structure types in the sequence space of a certain length. - Markku Siermala; Martti Juhola (Intell. Data Anal., 2002)

Lossy compression of eye movement and auditory brainstem response signals. - Timo Tossavainen; Martti Juhola; Tapio Grönfors (Comput. Methods Programs Biomed., 2003)

Development of virtual reality stimuli for force platform posturography. - Timo Tossavainen; Martti Juhola; Ilmari Pyykkö; Heikki Aalto; Esko Toppila (Int. J. Medical Informatics, 2003)

On Postprocessing of Neural Network Prediction of Polyproline Type II Secondary Structures: Network Spectrum, Response Analysis, and Scattering. - Markku Siermala; Martti Juhola; Mauno Vihinen (Neural Comput. Appl., 2003)

Stemming and lemmatization in the clustering of finnish text documents. - Tuomo Korenius; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola (CIKM, 2004)

A Neural Network Model of Lexicalization for Simulating the Anomie Naming Errors of Dementia Patients. - Antti Järvelin; Martti Juhola; Matti Laine (MedInfo, 2004)

A Comparison of Different Heterogeneous Proximity Functions and Euclidean Distance. - Janne Lumijärvi; Jorma Laurikkala; Martti Juhola (MedInfo, 2004)

Influence of lossy compression on eye movement signals. - Martti Juhola; Timo Tossavainen; Heikki Aalto (Comput. Biol. Medicine, 2004)

Neural Network Screening of Electromyographic Signals as the First Phase to Design Novel Human-Computer Interaction. - Pekka-Henrik Niemenlehto; Martti Juhola; Veikko Surakka (MIE, 2005)

On exact string matching of unique oligonucleotides. - Heikki Hyyrö; Martti Juhola; Mauno Vihinen (Comput. Biol. Medicine, 2005)

On Neural Network Classification of Otoneurological Cases on the Basis of Recognition Results of Vestibulo-ocular Reflex Eye Movements Signal. - Martti Juhola; Heikki Aalto; Timo Hirvonen (MIE, 2006)

Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data. - Markku Siermala; Martti Juhola (Comput. Methods Programs Biomed., 2006)

A Neural Network Model for the Simulation of Word Production Errors of Finnish Nouns. - Antti Järvelin; Martti Juhola; Matti Laine (Int. J. Neural Syst., 2006)

Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments. - Tuomo Korenius; Jorma Laurikkala; Martti Juhola; Kalervo Järvelin (Inf. Retr., 2006)

A study on automatic creation of a comparable document collection in cross-language information retrieval. - Tuomas Talvensaari; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola (J. Documentation, 2006)

Neural network modelling of word production in Finnish: coding semantic and non-semantic features. - Antti Järvelin; Martti Juhola; Matti Laine (Neural Comput. Appl., 2006)

Detection of electromyographic signals from facial muscles with neural networks. - Pekka-Henrik Niemenlehto; Martti Juhola; Veikko Surakka (ACM Trans. Appl. Percept., 2006)

Virtual Reality in Posturography. - Timo Tossavainen; Esko Toppila; Ilmari Pyykkö; Pia M. Forsman; Martti Juhola; Jonathan Starck (IEEE Trans. Inf. Technol. Biomed., 2006)

On metricity of two heterogeneous measures in the presence of missing values. - Martti Juhola; Jorma Laurikkala (Artif. Intell. Rev., 2007)

Recognition of balance signals between healthy subjects and otoneurological patients with hidden Markov models. - Jyrki Rasku; Martti Juhola; Esko Toppila; Ilmari Pyykkö (Biomed. Signal Process. Control., 2007)

On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension. - Lassi Autio; Martti Juhola; Jorma Laurikkala (Comput. Biol. Medicine, 2007)

On modeling of mutation probabilities. - Martti Juhola; Jyri Saarikoski; Howard T. Jacobs (Comput. Biol. Medicine, 2007)

Using results of eye movement signal analysis in the neural network recognition of otoneurological patients. - Martti Juhola; Heikki Aalto; Timo Hirvonen (Comput. Methods Programs Biomed., 2007)

On principal component analysis, cosine and Euclidean measures in information retrieval. - Tuomo Korenius; Jorma Laurikkala; Martti Juhola (Inf. Sci., 2007)

Evaluation and classification of otoneurological data with new data analysis methods based on machine learning. - Markku Siermala; Martti Juhola; Jorma Laurikkala; Kati Iltanen; Erna Kentala; Ilmari Pyykkö (Inf. Sci., 2007)

Corpus-based cross-language information retrieval in retrieval of highly relevant documents. - Tuomas Talvensaari; Martti Juhola; Jorma Laurikkala; Kalervo Järvelin (J. Assoc. Inf. Sci. Technol., 2007)

Creating and exploiting a comparable corpus in cross-language information retrieval. - Tuomas Talvensaari; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola; Heikki Keskustalo (ACM Trans. Inf. Syst., 2007)

Machine Learning Recognition of Otoneurological Patients by Means of the Results of Vestibulo-Ocular Signal Analysis. - Martti Juhola; Heikki Aalto; Timo Hirvonen (CBMS, 2008)

Classification of Task Driven Swaying Paths. - Jyrki Rasku; Martti Juhola (CBMS, 2008)

On Machine Learning Classification of Otoneurological Data. - Martti Juhola (MIE, 2008)

Neural network classification of otoneurological data and its visualization. - Markku Siermala; Martti Juhola; Erna Kentala (Comput. Biol. Medicine, 2008)

Machine learning method for knowledge discovery experimented with otoneurological data. - Kirsi Varpa; Kati Iltanen; Martti Juhola (Comput. Methods Programs Biomed., 2008)

Comparing identification methods for DNA investigations of crimes and accidents. - Jukka Ollikainen; Martti Juhola (Intell. Data Anal., 2008)

Focused web crawling in the acquisition of comparable corpora. - Tuomas Talvensaari; Ari Pirkola; Kalervo Järvelin; Martti Juhola; Jorma Laurikkala (Inf. Retr., 2008)

Data Classification. - Martti Juhola (Wiley Encyclopedia of Computer Science and Engineering, 2008)

On Document Classification with Self-Organising Maps. - Jyri Saarikoski; Kalervo Järvelin; Jorma Laurikkala; Martti Juhola (ICANNGA, 2009)

On Signal Analysis of Three-Dimensional Nystagmus. - Martti Juhola; Heikki Aalto; Timo Hirvonen (MIE, 2009)

The Effect of Removing the Force Feedback during the Quiet Stance. - Jyrki Rasku; Martti Juhola; Ilmari Pyykkö; Esko Toppila; Kirsi Varpa (MIE, 2009)

A study of the use of self-organising maps in information retrieval. - Jyri Saarikoski; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola (J. Documentation, 2009)

A detection method of body movement signals measured with magnetic tracking device for human balance investigations. - Jyrki Rasku; Martti Juhola (Int. J. Medical Eng. Informatics, 2010)

Classification of Otoneurological Cases According to Bayesian Probabilistic Models. - Katja Miettinen; Martti Juhola (J. Medical Syst., 2010)

Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods. - Jyri Saarikoski; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola (ICANNGA (1), 2011)

Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. - Kirsi Varpa; Henry Joutsijoki; Kati Iltanen; Martti Juhola (MIE, 2011)

Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate Image Classification. - Henry Joutsijoki; Martti Juhola (MLDM, 2011)

Classification and retrieval on macroinvertebrate image databases. - Serkan Kiranyaz; Turker Ince; Jenni Pulkkinen; Moncef Gabbouj; Johanna Ärje; Salme Kärkkäinen; Ville Tirronen; Martti Juhola; Tuomas Turpeinen; Kristian Meissner (Comput. Biol. Medicine, 2011)

Comparison of machine learning methods for classifying aphasic and non-aphasic speakers. - Antti Järvelin; Martti Juhola (Comput. Methods Programs Biomed., 2011)

Product mix and its optimisation in a paper mill according to the profitability computation of process measurements. - Jorma Mattila; Virpi Hotti; Martti Juhola (Int. J. Comput. Aided Eng. Technol., 2011)

A Wearable, Wireless Gaze Tracker with Integrated Selection Command Source for Human-Computer Interaction. - Ville Rantanen; Toni Vanhala; Outi Tuisku; Pekka-Henrik Niemenlehto; Jarmo Verho; Veikko Surakka; Martti Juhola; Jukka Lekkala (IEEE Trans. Inf. Technol. Biomed., 2011)

DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate Dataset. - Henry Joutsijoki; Martti Juhola (MLDM, 2012)

Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test. - Jyrki Rasku; Henry Joutsijoki; Ilmari Pyykkö; Martti Juhola (Comput. Methods Programs Biomed., 2012)

A scatter method for data and variable importance evaluation. - Martti Juhola; Markku Siermala (Integr. Comput. Aided Eng., 2012)

A configuration deactivation algorithm for boosting probabilistic roadmap planning of robots. - Mika T. Rantanen; Martti Juhola (Int. J. Autom. Comput., 2012)

Biometric verification of subjects using saccade eye movements. - Youming Zhang; Jyrki Rasku; Martti Juhola (Int. J. Biom., 2012)

Crime and Its Social Context: Analysis Using the Self-Organizing Map. - Xingan Li; Martti Juhola (EISIC, 2013)

Machine learning approach to an otoneurological classification problem. - Henry Joutsijoki; Kirsi Varpa; Kati Iltanen; Martti Juhola (EMBC, 2013)

On applying signals of saccade eye movements for biometric verification of a subject. - Youming Zhang; Martti Juhola (MDA, 2013)

Clustering and Summarising Association Rules Mined from Phenotype, Genotype and Environmental Data Concerning Age-Related Hearing Impairment. - Kati Iltanen; Sami Kiviharju; Lida Ao; Martti Juhola; Ilmari Pyykkö (MedInfo, 2013)

SVD-based Digital Image Watermarking on approximated Orthogonal Matrix. - Yevhen Zolotavkin; Martti Juhola (SECRYPT, 2013)

The Classification of Valid and Invalid Beats of Three-Dimensional Nystagmus Eye Movement Signals Using Machine Learning Methods. - Martti Juhola; Heikki Aalto; Henry Joutsijoki; Timo P. Hirvonen (Adv. Artif. Neural Syst., 2013)

Kernel selection in multi-class support vector machines and its consequence to the number of ties in majority voting method. - Henry Joutsijoki; Martti Juhola (Artif. Intell. Rev., 2013)

Missing values: how many can they be to preserve classification reliability? - Martti Juhola; Jorma Laurikkala (Artif. Intell. Rev., 2013)

Biometric verification of a subject through eye movements. - Martti Juhola; Youming Zhang; Jyrki Rasku (Comput. Biol. Medicine, 2013)

Classification of iPSC colony images using hierarchical strategies with support vector machines. - Henry Joutsijoki; Jyrki Rasku; Markus Haponen; Ivan Baldin; Yulia Gizatdinova; Michelangelo Paci; Jyri Saarikoski; Kirsi Varpa; Harri Siirtola; Jorge Avalos-Salguero; Kati Iltanen; Jorma Laurikkala; et al. (CIDM, 2014)

Quantization Based Watermarking Approach with Gain Attack Recovery. - Yevhen Zolotavkin; Martti Juhola (DICTA, 2014)

Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images. - Yulia Gizatdinova; Jyrki Rasku; Markus Haponen; Henry Joutsijoki; Ivan Baldin; Michelangelo Paci; Jari A. K. Hyttinen; Katriina Aalto-Setälä; Martti Juhola (EMBC, 2014)

On computation of calcium cycling anomalies in cardiomyocytes data. - Martti Juhola; Henry Joutsijoki; Kirsi Varpa; Jyri Saarikoski; Jyrki Rasku; Kati Iltanen; Jorma Laurikkala; Heikki Hyyrö; Jorge Avalos-Salguero; Harri Siirtola; Kirsi Penttinen; Katriina Aalto-Setälä (EMBC, 2014)

Interactive Biosignal Analysis and Classification. - Harri Siirtola; Jorge Avalos-Salguero; Kirsi Penttinen; Katriina Aalto-Setälä; Martti Juhola (IV, 2014)

Two-dimensional Signal Analysis Reduced from Three-Dimensional Nystagmus Eye Movements. - Martti Juhola; Heikki Aalto; Timo P. Hirvonen (MIE, 2014)

Histogram-based classification of iPSC colony images using machine learning methods. - Henry Joutsijoki; Markus Haponen; Ivan Baldin; Jyrki Rasku; Yulia Gizatdinova; Michelangelo Paci; Jari A. K. Hyttinen; Katriina Aalto-Setälä; Martti Juhola (SMC, 2014)

Country crime analysis using the self-organizing map, with special regard to demographic factors. - Xingan Li; Martti Juhola (AI Soc., 2014)

How to construct small probabilistic roadmaps with a good coverage? - Mika T. Rantanen; Martti Juhola (Adv. Robotics, 2014)

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. - Henry Joutsijoki; Kristian Meissner; Moncef Gabbouj; Serkan Kiranyaz; Jenni Raitoharju; Johanna Ärje; Salme Kärkkäinen; Ville Tirronen; Tuomas Turpeinen; Martti Juhola (Ecol. Informatics, 2014)

Biometric verification of a user based on eye movements. - Youming Zhang; Martti Juhola (Int. J. Biom., 2014)

Biometric verification of a subject with eye movements, with special reference to temporal variability in saccades between a subject's measurements. - Youming Zhang; Jorma Laurikkala; Martti Juhola (Int. J. Biom., 2014)

A New QIM-Based Watermarking Method Robust to Gain Attack. - Yevhen Zolotavkin; Martti Juhola (Int. J. Digit. Multim. Broadcast., 2014)

Dimensionality reduction in text classification using scatter method. - Jyri Saarikoski; Jorma Laurikkala; Kalervo Järvelin; Markku Siermala; Martti Juhola (Int. J. Data Min. Model. Manag., 2014)

Using probabilistic roadmaps in changing environments. - Mika T. Rantanen; Martti Juhola (Comput. Animat. Virtual Worlds, 2014)

Homicide and Its Social Context: Analysis Using the Self-Organizing Map. - Xingan Li; Henry Joutsijoki; Jorma Laurikkala; Markku Siermala; Martti Juhola (Appl. Artif. Intell., 2015)

Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples. - Henry Joutsijoki; Markku Siermala; Martti Juhola (Artif. Intell. Rev., 2015)

Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes. - Martti Juhola; Kirsi Penttinen; Henry Joutsijoki; Kirsi Varpa; Jyri Saarikoski; Jyrki Rasku; Harri Siirtola; Kati Iltanen; Jorma Laurikkala; Heikki Hyyrö; Jari A. K. Hyttinen; Katriina Aalto-Setälä (Comput. Biol. Medicine, 2015)

Biometric verification with eye movements: results from a long-term recording series. - Youming Zhang; Jorma Laurikkala; Martti Juhola (IET Biom., 2015)

Country crime analysis using the self-organising map, with special regard to economic factors. - Xingan Li; Martti Juhola (Int. J. Data Min. Model. Manag., 2015)

On the influence of training data quality on text document classification using machine learning methods. - Jyri Saarikoski; Henry Joutsijoki; Kalervo Järvelin; Jorma Laurikkala; Martti Juhola (Int. J. Knowl. Eng. Data Min., 2015)

Speeding up probabilistic roadmap planners with locality-sensitive hashing. - Mika T. Rantanen; Martti Juhola (Robotica, 2015)

Crime vs. demographic factors revisited: Application of data mining methods. - Xingan Li; Henry Joutsijoki; Jorma Laurikkala; Martti Juhola (Webology, 2015)

A software tool for studying the size and shape of human cardiomyocytes. - Jyrki Rasku; Marisa Ojala; Risto-Pekka Pölönen; Henry Joutsijoki; Yulia Gizatdinova; Jorma Laurikkala; Kimmo Kartasalo; Katriina Aalto-Setälä; Martti Juhola (Biomed. Signal Process. Control., 2016)

Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images. - Henry Joutsijoki; Markus Haponen; Jyrki Rasku; Katriina Aalto-Setälä; Martti Juhola (Comput. Math. Methods Medicine, 2016)

A New Scalar Quantization Method for Digital Image Watermarking. - Yevhen Zolotavkin; Martti Juhola (J. Electr. Comput. Eng., 2016)

Development of crime in England and Wales 1898-2001: Data mining using self-organising map. - Xingan Li; Henry Joutsijoki; Jorma Laurikkala; Martti Juhola (SSCI, 2017)

On Biometrics With Eye Movements. - Youming Zhang; Martti Juhola (IEEE J. Biomed. Health Informatics, 2017)

GDP growth vs. criminal phenomena: data mining of Japan 1926-2013. - Xingan Li; Henry Joutsijoki; Jorma Laurikkala; Martti Juhola (AI Soc., 2018)

Classification of patients and controls based on stabilogram signal data. - Henry Joutsijoki; Jyrki Rasku; Ilmari Pyykkö; Martti Juhola (Intell. Data Anal., 2019)

Application of Machine Learning to Predictive Maintenance. - Feranmi Akanni; Martti Juhola (ICDM, 2020)

On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes. - Martti Juhola; Henry Joutsijoki; Kirsi Penttinen; Disheet Shah; Katriina Aalto-Setälä (Comput. Methods Programs Biomed., 2021)

Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals. - Martti Juhola; Henry Joutsijoki; Risto-Pekka Pölönen; Katriina Aalto-Setälä (CinC, 2022)

Data analytics for cardiac diseases. - Martti Juhola; Henry Joutsijoki; Kirsi Penttinen; Disheet Shah; Risto-Pekka Pölönen; Katriina Aalto-Setälä (Comput. Biol. Medicine, 2022)

A method to measure data complexity of a complicated medical data set. - Martti Juhola; Henry Joutsijoki; Kirsi Penttinen; Disheet Shah; Katriina Aalto-Setälä (Int. J. Imaging Syst. Technol., 2022)

A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony. - Henry Joutsijoki; Markus Haponen; Katriina Aalto-Setälä; Martti Juhola (CIBCB, 2023)

Comparison of machine learning methods in the early identification of vasculitides, myositides and glomerulonephritides. - Rasmus Ryyppö; Sergei Häyrynen; Henry Joutsijoki; Martti Juhola; Mikko R. J. Seppänen (Comput. Methods Programs Biomed., 2024)